I frequently ran into the problem of trying to get a website from my computer to my phone. I would email it to myself, save it to Pocket and open up on my phone but all of this took time. Chrome QR generates QR codes in an instant.
Too simple :)
It could be better if it generates an URL for the QR Code. Then we could use it quickly in other places.